Application of Classification Tree Method to Discriminate Chicken Breeds Based on Egg Quality Traits

Kefelegn Kebede and Ashenafi Getachew Megersa
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Ashenafi Getachew Megersa: School of animal and range sciences, haramaya university, Ethiopia

Biomedical Journal of Scientific & Technical Research, 2024, vol. 58, issue 3, 50385-50392

Abstract: Traditional methods for analyzing categorical variables in livestock and poultry, such as logistic regression and canonical discriminant analysis, often rely on assumptions. When these assumptions are violated, conclusions can become inaccurate. To overcome these limitations, alternative methods like the Classification and Regression Tree (CART) technique are increasingly used. CART is a nonparametric method that does not require assumptions of normality or linearity.

Keywords: Journals on Medical Drug and Therapeutics; Journals on Emergency Medicine; Physical Medicine and Rehabilitation; Journals on Infectious Diseases Addiction Science and Clinical Pathology; Open Access Clinical and Medical Journal; Journals on Biomedical Science; List of Open Access Medical Journal; Journals on Biomedical Engineering; Open Access Medical Journal; Biomedical Science Articles; Journal of Scientific and Technical Research (search for similar items in EconPapers)
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:abf:journl:v:58:y:2024:i:3:p:50385-50392

DOI: 10.26717/BJSTR.2024.58.009159

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